Annotation – Electronic Scientific Journal "IT-Standard"

Issue 3 (2021)

DEVELOPMENT OF MODELS AND ALGORITHMS FOR SPEAKER AUTHENTICATION BASED ON BIOMETRIC DATA ( VOICE)

Terikov E.A., Dzerzhinskij R.I.

Annotation: A method for creating a human recognition system based on biometric voice data has been developed. Analysis of a person's voice by constructing a chalk-spectrogram, as the basis for building a neural network that classifies recordings of people's voices. T he system is assessed using the VoxForge open source dataset containing marked fragments of human speech.

Keywords: biometric authentication systems, spectrogram, mel-spectrogram, The VoxForge dataset, neural network, classifier

For citation: Terikov E.A., Dzerzhinskij R.I. Development of models and algorithms for speaker authentication based on biometric data ( voice) // Electronic Scientific Journal IT-Standard. – 2021. – No. 3. – pp. .